GTM Β· Free AI skill

ICP Discovery

Force specificity. Name the customer, the trigger, the pain.

An ICP interrogator that destroys vague personas like 'SMB founders' and forces you to name one real buyer, the situation that triggers the purchase, and a channel to reach fifty of them today.

What it does

ICP Discovery replaces demographic guesswork with a behavioral and economic profile of the customer who will buy, stay, and refer. It runs switch interviews, separates your real buyers from the customers who quietly churn, and maps the buying committee so you stop selling to the wrong person.

When to use it

  • You cannot describe your best customer in one sentence
  • CAC is rising because marketing is aimed at everyone
  • Churn is high with no obvious product reason
  • Outbound or paid acquisition is not converting
  • A pivot just changed who you sell to

How it works

  1. 1

    Destroy the current assumption

    It challenges every abstraction, an industry, a company size, a persona, until you can name a real title in a real situation.

  2. 2

    Run the switch interview

    Using Alan Klement's Forces of Progress, it finds the push, pull, anxiety and habit behind a real purchase, and the triggering event that repeats across buyers.

  3. 3

    Define the anti-ICP

    It segments churn to identify the customers you should actively reject, so they stop diluting your metrics and your roadmap.

  4. 4

    Map the committee and the channel

    It separates end user, champion and economic buyer, then runs the reachability test: can you find 50 matching names in two hours?

What you get

  • Behavioural + economic ICP card, not a demographic blob
  • The triggering moment that turns a user into a buyer
  • Reachability test: can you find 50 of them in 2 hours?

Frameworks it applies

  • Forces of Progress
  • Switch interview
  • Minimum Viable Segment
  • Buying committee triangle
  • Anti-ICP
  • Jobs-to-be-done

Go deeper

Questions about ICP Discovery

Yes. Open source, MIT licensed, and free to run in Claude, Cursor, or any AI agent. No API key or signup.
A behavioral and economic ICP card: title and company profile, the triggering moment, the buying committee, anti-ICP disqualifiers, and where to find fifty matching buyers.
Because that is a demographic blob, not a buyer in a situation. The skill forces the trigger, the spend, and the channel, which is what an actual go-to-market motion needs.
It is sharpest for B2B, where a buying committee exists. The core method, find the triggering situation and the people who just experienced it, applies to any market.

Want this done with you, not just by you?

The skills are the tools. We've spent five years using them on real client work. Fractional co-founder, full-stack delivery, QA leadership. If you'd rather have a human in the trenches with you, book a free call.